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docs: game AI example + full zh-CN README rewrite - #8

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May 10, 2026
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docs: game AI example + full zh-CN README rewrite#8
Protocol-zero-0 merged 1 commit into
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docs/readme-update

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Summary

  • Replace test coverage example with game AI evolution (35→72% win rate)
    — more visceral, shows self-correction on rejection, closer to AlphaEvolve spirit
  • Add progress bar before/after visual and round-by-round terminal output
  • Highlight Round 3 rejection + Round 4 recovery as the key demonstration of history injection
  • Update Mermaid diagram with emoji labels and loop subgraph styling
  • Full rewrite of README.zh.md as faithful Chinese translation (was stale v0 copy)
  • Fix zh-CN badge URLs; remove Token-Ignition and legacy references from both READMEs

Documentation-only — no code changed.

🤖 Generated with Claude Code

- Replace test coverage example with game AI evolution (35→72% win rate)
  — more visceral, shows self-correction on rejection, closer to AlphaEvolve spirit
- Add progress bar visual (before/after) and round-by-round terminal output
- Add callout on why Round 3 rejection matters (memory / no repeated mistakes)
- Update architecture Mermaid with emoji labels and loop subgraph label
- Full rewrite of README.zh.md as faithful Chinese translation (was stale v0)
- Fix zh-CN badge URLs and remove Token-Ignition/legacy references

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Copilot AI review requested due to automatic review settings May 10, 2026 20:45
@Protocol-zero-0
Protocol-zero-0 merged commit 5846b6c into main May 10, 2026
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@Protocol-zero-0
Protocol-zero-0 deleted the docs/readme-update branch May 10, 2026 20:45

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Pull request overview

Documentation refresh to replace the prior test-coverage example with a “game AI evolution” walkthrough, update diagrams/output examples, and fully rewrite the zh-CN README as a current translation while removing legacy references.

Changes:

  • Replace the README example narrative with a multi-round “game AI win-rate” evolution session (incl. before/after bar + round-by-round story).
  • Update Mermaid architecture diagram styling/labels and expand ledger/audit-trail description.
  • Full rewrite of README.zh.md to match current README content and update badges/links.

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 6 comments.

File Description
README.md Replaces the example and expands/reshapes docs around the evolution loop, ledger, CLI usage, and diagrams.
README.zh.md Full zh-CN rewrite aligned with updated English README; updates badges/links and examples.

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Comment thread README.md
@@ -19,52 +20,58 @@
<img src="https://github.com/Protocol-zero-0/evolution-kernel/actions/workflows/tests.yml/badge.svg" alt="tests">
</a>
<img src="https://img.shields.io/badge/status-v0.2-blue" alt="v0.2">
Comment thread README.md
commit 9d7b321 "ai: final tuning pass (70→72%)"

{"halted": true, "reason": "max_iterations reached", "iterations": 20, "total_usd": 1.43, "total_tokens": 487201}
{"halted": true, "reason": "max_iterations reached", "iterations": 30, "total_usd": 2.14, "total_tokens": 634000}
Comment thread README.md
Comment on lines 289 to 295

# Reset hard-stop counters to start a fresh session
# Reset budget counters after a halt
evolution-kernel --ledger /tmp/ledger --reset
```

Exit codes: `0` = clean finish, `3` = halted by a hard stop.
Exit codes: `0` clean finish · `3` halted by a hard stop.

Comment thread README.zh.md
<a href="https://github.com/Protocol-zero-0/evolution-kernel/actions/workflows/tests.yml">
<img src="https://github.com/Protocol-zero-0/evolution-kernel/actions/workflows/tests.yml/badge.svg" alt="tests">
</a>
<img src="https://img.shields.io/badge/status-v0.2-blue" alt="v0.2">
Comment thread README.zh.md
评估 → 72%——目标 60% 已超越——接受
提交 9d7b321 "ai: 最终调优(70→72%)"

{"halted": true, "reason": "max_iterations reached", "iterations": 30, "total_usd": 2.14, "total_tokens": 634000}
Comment thread README.zh.md
Comment on lines +288 to +295
evolution-kernel --config evolution.yml --repo /path/to/repo --ledger /tmp/ledger

python3 -m evolution_kernel.cli \
--config examples/evolution.yml \
--repo examples/demo_target \
--ledger /tmp/ek-ledger
# 触发 halt 后重置预算计数器
evolution-kernel --ledger /tmp/ledger --reset
```

> 上面 `pip install -e .` 每个环境只需要做一次。之后那三行 CLI 命令是
> 干净 checkout 下可复现的。
退出码:`0` 正常结束 · `3` 被 hard stop 触发

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2 participants